SN Stefano Noferi
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Blog

Articles on AI governance, cybersecurity and systems architecture.

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Close-up of a Romanesco broccoli: the self-similar fractal structure of its spiralling cones

Recursive self-improvement and runtime governance

7 June 2026

Anthropic reports that more than 80% of the code it merges is authored by Claude, and that the length of automatable tasks is doubling every four months. If oversight and verification become the human role, that role needs runtime control instruments.

AI Safety
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Portrait of Galileo Galilei (Justus Sustermans, 1636): the astronomer holding a telescope

Magnifica Humanitas: AI governance beyond the private perimeter

28 May 2026

Leo XIV's encyclical on artificial intelligence describes a technological power that is «predominantly private» and calls for independent verification, algorithmic transparency and fair access to data. These are the same criteria as verifiable governance.

AI Governance
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Admina — open source project logo

Admina 0.9.1: public release of the AI governance framework

20 May 2026

Admina 0.9.1 release notes — SDK, proxy, plugin system, CLI and dashboard in a single install. Apache 2.0 licence, hybrid Python + Rust engine.

AICybersecurityAI GovernanceOpen Source
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The Eleanor Rigby statue on Stanley Street, Liverpool

Eleanor Rigby: strings as the structure of loneliness

20 April 2026

Listening notes on Eleanor Rigby (Beatles, 1966): the double string quartet arranged by George Martin, the E minor / C major oscillation, Lennon and Harrison's vocal harmonies on the chorus.

Music
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OISG — Open Intelligent Secure Governed

OISG: a paradigm for autonomous AI systems

16 April 2026

Open, Intelligent, Secure, Governed. An adequacy vocabulary that makes autonomous AI systems verifiable, on top of existing regulatory standards.

AICybersecurityAI Governance
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Illustration: AI agents behind a governance layer with audit and access control

Why AI Agents Need Governance Layers

15 March 2026

Autonomous AI agents operate without adequate oversight. A governance architecture designed for control, transparency, and accountability is needed.

AI Governance
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Illustration: autonomous software with new attack surfaces beyond the network perimeter

The Next Cybersecurity Problem: Autonomous Software

15 February 2026

Autonomous software introduces new attack surfaces that traditional security models are not equipped to handle.

Cybersecurity
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Illustration: AI applied to healthcare with clinical oversight and audit trail

Trustworthy AI for Healthcare Systems

15 January 2026

Healthcare demands AI systems that are verifiable, explainable, and compliant with rigorous clinical and regulatory standards.

Healthcare AI
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